Teacher-led robot curriculum with teacher education improves pupils' debugging scores relative to control¶

Claim · All claims
Evidence · 1 study · causal r2 · q3
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person

Subclaims¶

q3 i? Children in Intervention+ showed significantly larger improvements in debugging scores compared to Control; Intervention did not differ significantly from Control. → Hughes 2026

Evidence¶

Hughes 2026¶

Hughes, A., Gerson, S. A., & van Schaik, J. E. (2026). Teacher-led robot intervention in early primary school classrooms improves pupil and teacher outcomes. Computers & Education, 242: 105510. https://doi.org/10.1016/j.compedu.2025.105510

q3 · i? · causal · r2

Multilevel analysis of debugging data from 397 children in the three-condition pre-test post-test design; the printed interaction for Intervention+ vs Control was β = 0.30, p = .02. The article reports "a significant interaction effect of condition and time on children’s debugging performance".

"The analysis revealed a significant interaction effect of condition and time on children’s debugging performance (see Table 2). Children in Intervention+ showed significantly larger improvements in their scores compared to those in Control. There were no significant differences in improvements between Intervention and Control, nor between Intervention+ and Intervention."

Discussion¶

Related Claims¶

• Teacher-led robot curriculum with teacher education improves pupils' prediction scores relative to control — related
• Teaching practices increase in both intervention conditions as a manipulation check — related